How integrand harnesses ship results across regulated and high-stakes environments — without handing over your data.
The same harness pattern, tuned per vertical — and where data can't leave, private inference comes to you.
Anonymized from real deployments — the platform earns its keep on our own work first, then we bring it to you.
Regression coverage that used to need a manual team — now run by one harness on triggers and schedules.
browser automation · scheduledA large learning-content library turned into structured, reusable data — harness-driven end to end.
fetch · transform · plan modeSized, reproducible cost models instead of one-off spreadsheets that go stale the week they ship.
data & ops · reportingA harness that tracks, values, and reconciles a large asset base continuously — not once a quarter.
memory · reconciliationTell us where you'd start, which clients your team uses, and whether you need private inference.